{"id":"W4385843588","doi":"10.2196/49009","title":"An Implementation Pilot of Web-Based Self-Training Programs on Sexual Dysfunctions in the Dutch Public Sexual Health Setting: Mixed Methods Study","year":2023,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Sexual function and dysfunction studies","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Thematic analysis; Embarrassment; Psychological intervention; Descriptive statistics; Psychology; Reproductive health; Human sexuality; Clinical psychology; Applied psychology; Public health; Qualitative research; Medicine; Nursing; Social psychology; Population; Psychiatry; Environmental health","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01448659,0.0002149352,0.00041693,0.001372338,0.0007504647,0.0001005544,0.00024166,0.00005711627,0.00009945627],"category_scores_gemma":[0.0002777987,0.0001486858,0.00004567744,0.004053624,0.0001833619,0.0003102426,0.000116202,0.0008059323,0.00007809222],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003043477,"about_ca_system_score_gemma":0.0007640673,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003122378,"about_ca_topic_score_gemma":0.0006160656,"domain_scores_codex":[0.9925236,0.003876437,0.0007434465,0.0004396182,0.001593551,0.0008233796],"domain_scores_gemma":[0.9969516,0.001374052,0.0001925791,0.0006348325,0.0006378831,0.0002090305],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.001056564,0.009279143,0.1158893,0.0003936283,0.0003870901,0.00001649312,0.2876416,0.0000177085,0.0006907334,0.001310637,0.02433365,0.5589834],"study_design_scores_gemma":[0.003788423,0.0304138,0.2826799,0.00002057335,0.00001332776,0.000005703956,0.6758917,0.002263181,0.00002822016,0.00002337066,0.004770256,0.0001015397],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9885218,0.00002442533,0.0006187113,0.00568497,0.0003731177,0.003668326,0.00002151962,0.0003218235,0.0007653714],"genre_scores_gemma":[0.9959224,0.000004569471,0.0006863635,0.0004346252,0.0001286702,0.002326139,0.0003060825,0.00002987153,0.0001612819],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5588818,"threshold_uncertainty_score":0.6063232,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3602597444537269,"score_gpt":0.5697538199336359,"score_spread":0.2094940754799091,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}